Hello, I'm Avnish.

I am an Open Source Developer. My interests are Computer Science, Machine Learning, and Mathematics. I publish articles to reflect on what I have learned till now.

Currently, I am working as Software Quality Engineer (Intern) at Red Hat. You can download my resume from here.

Projects

Skills

Programming Languages
  • Python
  • Java
  • JavaScript
  • C++
  • Dart
  • C#
Tools
  • GNU/LINUX
  • GCP
  • AWS
  • Git
  • Docker
  • Kubernetes
Frameworks & Libraries
  • Django
  • Flask
  • Flutter
  • .NET
  • Grafana
  • Bokeh
Languages
  • English
  • German

Experience

Software Quality Engineer (Intern) @ Red Hat
  • Jul 2021 - Present

  • Part of Certification QE Team.
  • Working on Red Hat Enterprise Linux (RHEL) certification pipeline for Google Cloud Platform (GCP) VM instances.
Machine Learning Scientist @ Taiyo AI
  • Jan 2020 - Jun 2021

  • Implemented ML Pipeline for Monthly Steel Exports of China consisting models like LSTM, GRU, CatBoost, etc.
  • Working on Grafana and Django based web application dashboards for clients like Tata Steel, Bouygues, and Bloomenergy.
  • Contributed new data harvesters from sources like UN Comtrade, WTO, Investing.com, etc. to the ML Pipeline.
  • Worked on a trader agent that benchmark-ed at 22% annual returns, consistently beating S&P 500.
Machine Learning Scientist (Intern) @ Taiyo AI
  • Sep 2019 - Dec 2019

  • Created an asset recommendation tool for investors that shortlists the top 10 assets from S&P 500 index for investment.

Education

Data Scientist Specialization @ DataCamp
  • Sep 2019 - Feb 2020

  • Learned about Machine Learning, Statistics, Databases, Python Programming, Data Visualization, Data Cleaning, Feature Engineering.
Bachelor of Technology (IT) @ Guru Gobind Singh Indraprastha University
  • Jul 2017 - Jun 2021

  • Learned about Data Structures & Algorithms, Theory of Computation, Automata Theory, Artificial Intelligence, Operating Systems, DBMS, Linear Algebra, Calculus.
High School @ Rich Harvest Public School
  • Apr 2002 - Mar 2016

  • Learned about Basic Mathematics, Physics, and Chemistry.